0
/ 100
Good community traction and solid fundamentals. Nearly in the top tier.
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
Top fixes
Highest-impact changes first, ranked by point weight
- 1Tests18pt
Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.
- 2CI/CD14pt
Add a lint step to catch style issues automatically.
- 3CI/CD14pt
Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
- 4CI/CD14pt
Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
Working through the fixes? Let every push regrade itself.
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Scorecard
Every check, grouped by category and sorted worst-first
Documentation
86
CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.
→ Add setup instructions, code style notes, and how to run tests.
README is present.
README documents how to install the project.
Licensed under Apache-2.0.
Engineering
62
No linter or formatter config found.
→ Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.
No issue or PR templates found (−100 pts).
→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.
Lockfile present (requirements.txt). Installs are reproducible.
Test files detected (tests).
CI is configured (.github/workflows/tests.yml).
Project health
100
Dependency manifest found (requirements.txt).
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- -Commits (30d / 90d)
- 252Forks
- 20Releaseslatest 3y ago
Community
- -Community health
- -authors own >50% of commits
- 1,159Watchers
Responsiveness
- <1hMedian issue response
- <1hMedian PR merge time
- 32Open issues
Repository files18 root entries
- .githubGood: CI is configured (.github/workflows/tests.yml).
- docs
- scripts
- testsGood: Test files detected (tests).
- torchxrayvision
- __init__.py
- .gitignoreGood: .gitignore present.
- BENCHMARKS.md
- CITATION
- CONTRIBUTING.mdIssue: CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).Good: Contributing guide describes the PR/review workflow.Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
- deploy-test.sh
- deploy.sh
- LICENSEGood: Licensed under Apache-2.0.
- pep8.sh
- README.mdGood: README is present.Good: README is well structured with multiple sections.Good: README includes screenshots or visuals. Great for first impressions.Good: README has code examples.Good: README links to a live demo or deployed app.Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.Good: README documents how to install the project.Good: README documents how to run the project.
- requirements-dev.txt
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.Good: Dependency manifest found (requirements.txt).
- setup.py
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